Hero Stats Profiling Report

Dataset statistics

Number of variables	53
Number of observations	121
Missing cells	163
Missing cells (%)	2.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	109.5 KiB
Average record size in memory	926.6 B

Variable types

Numeric	39
Categorical	10
Unsupported	1
Path	2
Boolean	1

Warnings

`base_health` has constant value "200"	Constant
`base_mana` has constant value "75"	Constant
`base_mr` has constant value "25"	Constant
`null_win` has constant value "0"	Constant
`name` has a high cardinality: 121 distinct values	High cardinality
`localized_name` has a high cardinality: 121 distinct values	High cardinality
`id` is highly correlated with `hero_id`	High correlation
`base_attack_min` is highly correlated with `base_attack_max`	High correlation
`base_attack_max` is highly correlated with `base_attack_min`	High correlation
`hero_id` is highly correlated with `id`	High correlation
`turbo_picks` is highly correlated with `turbo_wins` and 3 other fields	High correlation
`turbo_wins` is highly correlated with `turbo_picks` and 4 other fields	High correlation
`pro_win` is highly correlated with `pro_pick`	High correlation
`pro_pick` is highly correlated with `pro_win`	High correlation
`1_pick` is highly correlated with `turbo_picks` and 6 other fields	High correlation
`1_win` is highly correlated with `turbo_wins` and 5 other fields	High correlation
`2_pick` is highly correlated with `turbo_picks` and 8 other fields	High correlation
`2_win` is highly correlated with `turbo_picks` and 8 other fields	High correlation
`3_pick` is highly correlated with `1_pick` and 10 other fields	High correlation
`3_win` is highly correlated with `1_pick` and 9 other fields	High correlation
`4_pick` is highly correlated with `2_pick` and 9 other fields	High correlation
`4_win` is highly correlated with `2_pick` and 8 other fields	High correlation
`5_pick` is highly correlated with `3_pick` and 8 other fields	High correlation
`5_win` is highly correlated with `3_pick` and 8 other fields	High correlation
`6_pick` is highly correlated with `3_pick` and 7 other fields	High correlation
`6_win` is highly correlated with `3_pick` and 8 other fields	High correlation
`7_pick` is highly correlated with `4_pick` and 7 other fields	High correlation
`7_win` is highly correlated with `5_pick` and 6 other fields	High correlation
`8_pick` is highly correlated with `7_pick` and 2 other fields	High correlation
`8_win` is highly correlated with `7_pick` and 2 other fields	High correlation
`attack_type` is highly correlated with `null_win` and 3 other fields	High correlation
`cm_enabled` is highly correlated with `null_win` and 3 other fields	High correlation
`primary_attr` is highly correlated with `null_win` and 3 other fields	High correlation
`legs` is highly correlated with `null_win` and 3 other fields	High correlation
`turn_rate` is highly correlated with `null_win` and 3 other fields	High correlation
`null_win` is highly correlated with `attack_type` and 7 other fields	High correlation
`base_mr` is highly correlated with `attack_type` and 7 other fields	High correlation
`base_mana` is highly correlated with `attack_type` and 7 other fields	High correlation
`base_health` is highly correlated with `attack_type` and 7 other fields	High correlation
`base_health_regen` has 73 (60.3%) missing values	Missing
`turn_rate` has 90 (74.4%) missing values	Missing
`name` is uniformly distributed	Uniform
`localized_name` is uniformly distributed	Uniform
`id` has unique values	Unique
`name` has unique values	Unique
`localized_name` has unique values	Unique
`img` has unique values	Unique
`icon` has unique values	Unique
`hero_id` has unique values	Unique
`turbo_picks` has unique values	Unique
`turbo_wins` has unique values	Unique
`1_pick` has unique values	Unique
`1_win` has unique values	Unique
`2_pick` has unique values	Unique
`3_pick` has unique values	Unique
`3_win` has unique values	Unique
`4_pick` has unique values	Unique
`4_win` has unique values	Unique
`5_pick` has unique values	Unique
`6_pick` has unique values	Unique
`6_win` has unique values	Unique
`7_pick` has unique values	Unique
`null_pick` has unique values	Unique
`roles` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`base_mana_regen` has 105 (86.8%) zeros	Zeros
`base_armor` has 36 (29.8%) zeros	Zeros
`projectile_speed` has 9 (7.4%) zeros	Zeros

Reproduction

Analysis started	2021-05-05 00:39:16.139471
Analysis finished	2021-05-05 00:41:39.848244
Duration	2 minutes and 23.71 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.24793388
Minimum	1
Maximum	135
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	32
median	62
Q3	92
95-th percentile	120
Maximum	135
Range	134
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	36.10108055
Coefficient of variation (CV)	0.579956286
Kurtosis	-1.089002305
Mean	62.24793388
Median Absolute Deviation (MAD)	30
Skewness	0.05648282425
Sum	7532
Variance	1303.288017
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.8%
63	1	0.8%
91	1	0.8%
90	1	0.8%
89	1	0.8%
88	1	0.8%
87	1	0.8%
86	1	0.8%
85	1	0.8%
84	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.8%
2	1	0.8%
3	1	0.8%
4	1	0.8%
5	1	0.8%
6	1	0.8%
7	1	0.8%
8	1	0.8%
9	1	0.8%
10	1	0.8%

Value	Count	Frequency (%)
135	1	0.8%
129	1	0.8%
128	1	0.8%
126	1	0.8%
123	1	0.8%
121	1	0.8%
120	1	0.8%
119	1	0.8%
114	1	0.8%
113	1	0.8%

name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

npc_dota_hero_ancient_apparition	1
npc_dota_hero_bloodseeker	1
npc_dota_hero_beastmaster	1
npc_dota_hero_techies	1
npc_dota_hero_pangolier	1
Other values (116)	116

Length

Max length	33
Median length	23
Mean length	23.00826446
Min length	17

Characters and Unicode

Total characters	2784
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	121 ?
Unique (%)	100.0%

Sample

1st row	npc_dota_hero_antimage
2nd row	npc_dota_hero_axe
3rd row	npc_dota_hero_bane
4th row	npc_dota_hero_bloodseeker
5th row	npc_dota_hero_crystal_maiden

Value	Count	Frequency (%)
npc_dota_hero_ancient_apparition	1	0.8%
npc_dota_hero_bloodseeker	1	0.8%
npc_dota_hero_beastmaster	1	0.8%
npc_dota_hero_techies	1	0.8%
npc_dota_hero_pangolier	1	0.8%
npc_dota_hero_leshrac	1	0.8%
npc_dota_hero_chaos_knight	1	0.8%
npc_dota_hero_keeper_of_the_light	1	0.8%
npc_dota_hero_undying	1	0.8%
npc_dota_hero_life_stealer	1	0.8%
Other values (111)	111	91.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
npc_dota_hero_ancient_apparition	1	0.8%
npc_dota_hero_bloodseeker	1	0.8%
npc_dota_hero_beastmaster	1	0.8%
npc_dota_hero_techies	1	0.8%
npc_dota_hero_pangolier	1	0.8%
npc_dota_hero_leshrac	1	0.8%
npc_dota_hero_chaos_knight	1	0.8%
npc_dota_hero_keeper_of_the_light	1	0.8%
npc_dota_hero_undying	1	0.8%
npc_dota_hero_life_stealer	1	0.8%
Other values (111)	111	91.7%

Most occurring characters

Value	Count	Frequency (%)
_	405	14.5%
o	302	10.8%
e	235	8.4%
r	232	8.3%
a	218	7.8%
n	206	7.4%
t	186	6.7%
d	163	5.9%
h	154	5.5%
p	151	5.4%
Other values (17)	532	19.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2379	85.5%
Connector Punctuation	405	14.5%

Most frequent character per category

Value	Count	Frequency (%)
o	302	12.7%
e	235	9.9%
r	232	9.8%
a	218	9.2%
n	206	8.7%
t	186	7.8%
d	163	6.9%
h	154	6.5%
p	151	6.3%
c	149	6.3%
Other values (16)	383	16.1%

Value	Count	Frequency (%)
_	405	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2379	85.5%
Common	405	14.5%

Most frequent character per script

Value	Count	Frequency (%)
o	302	12.7%
e	235	9.9%
r	232	9.8%
a	218	9.2%
n	206	8.7%
t	186	7.8%
d	163	6.9%
h	154	6.5%
p	151	6.3%
c	149	6.3%
Other values (16)	383	16.1%

Value	Count	Frequency (%)
_	405	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2784	100.0%

Most frequent character per block

Value	Count	Frequency (%)
_	405	14.5%
o	302	10.8%
e	235	8.4%
r	232	8.3%
a	218	7.8%
n	206	7.4%
t	186	6.7%
d	163	5.9%
h	154	5.5%
p	151	5.4%
Other values (17)	532	19.1%

localized_name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Beastmaster	1
Crystal Maiden	1
Axe	1
Bristleback	1
Sven	1
Other values (116)	116

Length

Max length	19
Median length	9
Mean length	9.107438017
Min length	2

Characters and Unicode

Total characters	1102
Distinct characters	51
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	121 ?
Unique (%)	100.0%

Sample

1st row	Anti-Mage
2nd row	Axe
3rd row	Bane
4th row	Bloodseeker
5th row	Crystal Maiden

Value	Count	Frequency (%)
Beastmaster	1	0.8%
Crystal Maiden	1	0.8%
Axe	1	0.8%
Bristleback	1	0.8%
Sven	1	0.8%
Phoenix	1	0.8%
Pudge	1	0.8%
Earth Spirit	1	0.8%
Storm Spirit	1	0.8%
Lina	1	0.8%
Other values (111)	111	91.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
spirit	6	3.6%
king	3	1.8%
assassin	3	1.8%
shadow	3	1.8%
of	2	1.2%
dark	2	1.2%
phantom	2	1.2%
prophet	2	1.2%
void	2	1.2%
knight	2	1.2%
Other values (140)	140	83.8%

Most occurring characters

Value	Count	Frequency (%)
r	108	9.8%
e	106	9.6%
a	86	7.8%
n	78	7.1%
i	74	6.7%
o	61	5.5%
t	54	4.9%
	46	4.2%
s	41	3.7%
h	33	3.0%
Other values (41)	415	37.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	889	80.7%
Uppercase Letter	165	15.0%
Space Separator	46	4.2%
Dash Punctuation	1	0.1%
Other Punctuation	1	0.1%

Most frequent character per category

Value	Count	Frequency (%)
S	23	13.9%
D	13	7.9%
M	11	6.7%
P	11	6.7%
L	11	6.7%
T	11	6.7%
W	11	6.7%
A	10	6.1%
B	9	5.5%
C	7	4.2%
Other values (14)	48	29.1%

Value	Count	Frequency (%)
r	108	12.1%
e	106	11.9%
a	86	9.7%
n	78	8.8%
i	74	8.3%
o	61	6.9%
t	54	6.1%
s	41	4.6%
h	33	3.7%
d	29	3.3%
Other values (14)	219	24.6%

Value	Count	Frequency (%)
-	1	100.0%

Value	Count	Frequency (%)
	46	100.0%

Value	Count	Frequency (%)
'	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1054	95.6%
Common	48	4.4%

Most frequent character per script

Value	Count	Frequency (%)
r	108	10.2%
e	106	10.1%
a	86	8.2%
n	78	7.4%
i	74	7.0%
o	61	5.8%
t	54	5.1%
s	41	3.9%
h	33	3.1%
d	29	2.8%
Other values (38)	384	36.4%

Value	Count	Frequency (%)
	46	95.8%
-	1	2.1%
'	1	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1102	100.0%

Most frequent character per block

Value	Count	Frequency (%)
r	108	9.8%
e	106	9.6%
a	86	7.8%
n	78	7.1%
i	74	6.7%
o	61	5.5%
t	54	4.9%
	46	4.2%
s	41	3.7%
h	33	3.0%
Other values (41)	415	37.7%

primary_attr
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	7.2 KiB

int	43
str	40
agi	38

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	363
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	agi
2nd row	str
3rd row	int
4th row	agi
5th row	int

Value	Count	Frequency (%)
int	43	35.5%
str	40	33.1%
agi	38	31.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
int	43	35.5%
str	40	33.1%
agi	38	31.4%

Most occurring characters

Value	Count	Frequency (%)
t	83	22.9%
i	81	22.3%
n	43	11.8%
s	40	11.0%
r	40	11.0%
a	38	10.5%
g	38	10.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	363	100.0%

Most frequent character per category

Value	Count	Frequency (%)
t	83	22.9%
i	81	22.3%
n	43	11.8%
s	40	11.0%
r	40	11.0%
a	38	10.5%
g	38	10.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	363	100.0%

Most frequent character per script

Value	Count	Frequency (%)
t	83	22.9%
i	81	22.3%
n	43	11.8%
s	40	11.0%
r	40	11.0%
a	38	10.5%
g	38	10.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	363	100.0%

Most frequent character per block

Value	Count	Frequency (%)
t	83	22.9%
i	81	22.3%
n	43	11.8%
s	40	11.0%
r	40	11.0%
a	38	10.5%
g	38	10.5%

attack_type
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

Ranged	63
Melee	58

Length

Max length	6
Median length	6
Mean length	5.520661157
Min length	5

Characters and Unicode

Total characters	668
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Melee
2nd row	Melee
3rd row	Ranged
4th row	Melee
5th row	Ranged

Value	Count	Frequency (%)
Ranged	63	52.1%
Melee	58	47.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
ranged	63	52.1%
melee	58	47.9%

Most occurring characters

Value	Count	Frequency (%)
e	237	35.5%
R	63	9.4%
a	63	9.4%
n	63	9.4%
g	63	9.4%
d	63	9.4%
M	58	8.7%
l	58	8.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	547	81.9%
Uppercase Letter	121	18.1%

Most frequent character per category

Value	Count	Frequency (%)
e	237	43.3%
a	63	11.5%
n	63	11.5%
g	63	11.5%
d	63	11.5%
l	58	10.6%

Value	Count	Frequency (%)
R	63	52.1%
M	58	47.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	668	100.0%

Most frequent character per script

Value	Count	Frequency (%)
e	237	35.5%
R	63	9.4%
a	63	9.4%
n	63	9.4%
g	63	9.4%
d	63	9.4%
M	58	8.7%
l	58	8.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	668	100.0%

Most frequent character per block

Value	Count	Frequency (%)
e	237	35.5%
R	63	9.4%
a	63	9.4%
n	63	9.4%
g	63	9.4%
d	63	9.4%
M	58	8.7%
l	58	8.7%

roles
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

img
Path

UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

/apps/dota2/images/heroes/dawnbreaker_full.png?	1
/apps/dota2/images/heroes/phantom_lancer_full.png?	1
/apps/dota2/images/heroes/enigma_full.png?	1
/apps/dota2/images/heroes/beastmaster_full.png?	1
/apps/dota2/images/heroes/troll_warlord_full.png?	1
Other values (116)	116

Length

Max length	55
Median length	45
Mean length	45.00826446
Min length	39

Characters and Unicode

Total characters	5446
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	121 ?
Unique (%)	100.0%

Sample

1st row	/apps/dota2/images/heroes/antimage_full.png?
2nd row	/apps/dota2/images/heroes/axe_full.png?
3rd row	/apps/dota2/images/heroes/bane_full.png?
4th row	/apps/dota2/images/heroes/bloodseeker_full.png?
5th row	/apps/dota2/images/heroes/crystal_maiden_full.png?

Value	Count	Frequency (%)
/apps/dota2/images/heroes/dawnbreaker_full.png?	1	0.8%
/apps/dota2/images/heroes/phantom_lancer_full.png?	1	0.8%
/apps/dota2/images/heroes/enigma_full.png?	1	0.8%
/apps/dota2/images/heroes/beastmaster_full.png?	1	0.8%
/apps/dota2/images/heroes/troll_warlord_full.png?	1	0.8%
/apps/dota2/images/heroes/disruptor_full.png?	1	0.8%
/apps/dota2/images/heroes/doom_bringer_full.png?	1	0.8%
/apps/dota2/images/heroes/necrolyte_full.png?	1	0.8%
/apps/dota2/images/heroes/rubick_full.png?	1	0.8%
/apps/dota2/images/heroes/ursa_full.png?	1	0.8%
Other values (111)	111	91.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
apps/dota2/images/heroes/visage_full.png	1	0.8%
apps/dota2/images/heroes/earthshaker_full.png	1	0.8%
apps/dota2/images/heroes/grimstroke_full.png	1	0.8%
apps/dota2/images/heroes/meepo_full.png	1	0.8%
apps/dota2/images/heroes/abaddon_full.png	1	0.8%
apps/dota2/images/heroes/lone_druid_full.png	1	0.8%
apps/dota2/images/heroes/necrolyte_full.png	1	0.8%
apps/dota2/images/heroes/ancient_apparition_full.png	1	0.8%
apps/dota2/images/heroes/tusk_full.png	1	0.8%
apps/dota2/images/heroes/pangolier_full.png	1	0.8%
Other values (111)	111	91.7%

Most occurring characters

Value	Count	Frequency (%)
/	605	11.1%
e	477	8.8%
a	460	8.4%
s	429	7.9%
p	393	7.2%
o	302	5.5%
l	283	5.2%
g	272	5.0%
r	232	4.3%
n	206	3.8%
Other values (21)	1787	32.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4315	79.2%
Other Punctuation	847	15.6%
Connector Punctuation	163	3.0%
Decimal Number	121	2.2%

Most frequent character per category

Value	Count	Frequency (%)
e	477	11.1%
a	460	10.7%
s	429	9.9%
p	393	9.1%
o	302	7.0%
l	283	6.6%
g	272	6.3%
r	232	5.4%
n	206	4.8%
i	198	4.6%
Other values (16)	1063	24.6%

Value	Count	Frequency (%)
/	605	71.4%
.	121	14.3%
?	121	14.3%

Value	Count	Frequency (%)
2	121	100.0%

Value	Count	Frequency (%)
_	163	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4315	79.2%
Common	1131	20.8%

Most frequent character per script

Value	Count	Frequency (%)
e	477	11.1%
a	460	10.7%
s	429	9.9%
p	393	9.1%
o	302	7.0%
l	283	6.6%
g	272	6.3%
r	232	5.4%
n	206	4.8%
i	198	4.6%
Other values (16)	1063	24.6%

Value	Count	Frequency (%)
/	605	53.5%
_	163	14.4%
2	121	10.7%
.	121	10.7%
?	121	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446	100.0%

Most frequent character per block

Value	Count	Frequency (%)
/	605	11.1%
e	477	8.8%
a	460	8.4%
s	429	7.9%
p	393	7.2%
o	302	5.5%
l	283	5.2%
g	272	5.0%
r	232	4.3%
n	206	3.8%
Other values (21)	1787	32.8%

Common prefix	/apps/dota2/images/heroes/
Unique stems	121
Unique names	121
Unique extensions	1
Unique directories	1
Unique anchors	1

Value	Count	Frequency (%)
/apps/dota2/images/heroes/dawnbreaker_full.png?	1	0.8%
/apps/dota2/images/heroes/phantom_lancer_full.png?	1	0.8%
/apps/dota2/images/heroes/enigma_full.png?	1	0.8%
/apps/dota2/images/heroes/beastmaster_full.png?	1	0.8%
/apps/dota2/images/heroes/troll_warlord_full.png?	1	0.8%
/apps/dota2/images/heroes/disruptor_full.png?	1	0.8%
/apps/dota2/images/heroes/doom_bringer_full.png?	1	0.8%
/apps/dota2/images/heroes/necrolyte_full.png?	1	0.8%
/apps/dota2/images/heroes/rubick_full.png?	1	0.8%
/apps/dota2/images/heroes/ursa_full.png?	1	0.8%
Other values (111)	111	91.7%

Value	Count	Frequency (%)
/apps/dota2/images/heroes/bloodseeker_full	1	0.8%
/apps/dota2/images/heroes/legion_commander_full	1	0.8%
/apps/dota2/images/heroes/techies_full	1	0.8%
/apps/dota2/images/heroes/riki_full	1	0.8%
/apps/dota2/images/heroes/gyrocopter_full	1	0.8%
/apps/dota2/images/heroes/omniknight_full	1	0.8%
/apps/dota2/images/heroes/enchantress_full	1	0.8%
/apps/dota2/images/heroes/queenofpain_full	1	0.8%
/apps/dota2/images/heroes/earth_spirit_full	1	0.8%
/apps/dota2/images/heroes/dawnbreaker_full	1	0.8%
Other values (111)	111	91.7%

Value	Count	Frequency (%)
zuus_full.png?	1	0.8%
faceless_void_full.png?	1	0.8%
winter_wyvern_full.png?	1	0.8%
puck_full.png?	1	0.8%
brewmaster_full.png?	1	0.8%
beastmaster_full.png?	1	0.8%
lich_full.png?	1	0.8%
obsidian_destroyer_full.png?	1	0.8%
pangolier_full.png?	1	0.8%
ember_spirit_full.png?	1	0.8%
Other values (111)	111	91.7%

Value	Count	Frequency (%)
.png?	121	100.0%

Value	Count	Frequency (%)
/apps/dota2/images/heroes	121	100.0%

Value	Count	Frequency (%)
	121	100.0%

icon
Path

UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.1 KiB

/apps/dota2/images/heroes/keeper_of_the_light_icon.png	1
/apps/dota2/images/heroes/bloodseeker_icon.png	1
/apps/dota2/images/heroes/venomancer_icon.png	1
/apps/dota2/images/heroes/terrorblade_icon.png	1
/apps/dota2/images/heroes/rubick_icon.png	1
Other values (116)	116

Length

Max length	54
Median length	44
Mean length	44.00826446
Min length	38

Characters and Unicode

Total characters	5325
Distinct characters	30
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	121 ?
Unique (%)	100.0%

Sample

1st row	/apps/dota2/images/heroes/antimage_icon.png
2nd row	/apps/dota2/images/heroes/axe_icon.png
3rd row	/apps/dota2/images/heroes/bane_icon.png
4th row	/apps/dota2/images/heroes/bloodseeker_icon.png
5th row	/apps/dota2/images/heroes/crystal_maiden_icon.png

Value	Count	Frequency (%)
/apps/dota2/images/heroes/keeper_of_the_light_icon.png	1	0.8%
/apps/dota2/images/heroes/bloodseeker_icon.png	1	0.8%
/apps/dota2/images/heroes/venomancer_icon.png	1	0.8%
/apps/dota2/images/heroes/terrorblade_icon.png	1	0.8%
/apps/dota2/images/heroes/rubick_icon.png	1	0.8%
/apps/dota2/images/heroes/puck_icon.png	1	0.8%
/apps/dota2/images/heroes/slardar_icon.png	1	0.8%
/apps/dota2/images/heroes/brewmaster_icon.png	1	0.8%
/apps/dota2/images/heroes/lycan_icon.png	1	0.8%
/apps/dota2/images/heroes/winter_wyvern_icon.png	1	0.8%
Other values (111)	111	91.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
apps/dota2/images/heroes/ursa_icon.png	1	0.8%
apps/dota2/images/heroes/windrunner_icon.png	1	0.8%
apps/dota2/images/heroes/phantom_assassin_icon.png	1	0.8%
apps/dota2/images/heroes/spectre_icon.png	1	0.8%
apps/dota2/images/heroes/necrolyte_icon.png	1	0.8%
apps/dota2/images/heroes/elder_titan_icon.png	1	0.8%
apps/dota2/images/heroes/gyrocopter_icon.png	1	0.8%
apps/dota2/images/heroes/morphling_icon.png	1	0.8%
apps/dota2/images/heroes/death_prophet_icon.png	1	0.8%
apps/dota2/images/heroes/luna_icon.png	1	0.8%
Other values (111)	111	91.7%

Most occurring characters

Value	Count	Frequency (%)
/	605	11.4%
e	477	9.0%
a	460	8.6%
s	429	8.1%
o	423	7.9%
p	393	7.4%
n	327	6.1%
i	319	6.0%
g	272	5.1%
r	232	4.4%
Other values (20)	1388	26.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4315	81.0%
Other Punctuation	726	13.6%
Connector Punctuation	163	3.1%
Decimal Number	121	2.3%

Most frequent character per category

Value	Count	Frequency (%)
e	477	11.1%
a	460	10.7%
s	429	9.9%
o	423	9.8%
p	393	9.1%
n	327	7.6%
i	319	7.4%
g	272	6.3%
r	232	5.4%
t	186	4.3%
Other values (16)	797	18.5%

Value	Count	Frequency (%)
/	605	83.3%
.	121	16.7%

Value	Count	Frequency (%)
2	121	100.0%

Value	Count	Frequency (%)
_	163	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4315	81.0%
Common	1010	19.0%

Most frequent character per script

Value	Count	Frequency (%)
e	477	11.1%
a	460	10.7%
s	429	9.9%
o	423	9.8%
p	393	9.1%
n	327	7.6%
i	319	7.4%
g	272	6.3%
r	232	5.4%
t	186	4.3%
Other values (16)	797	18.5%

Value	Count	Frequency (%)
/	605	59.9%
_	163	16.1%
2	121	12.0%
.	121	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5325	100.0%

Most frequent character per block

Value	Count	Frequency (%)
/	605	11.4%
e	477	9.0%
a	460	8.6%
s	429	8.1%
o	423	7.9%
p	393	7.4%
n	327	6.1%
i	319	6.0%
g	272	5.1%
r	232	4.4%
Other values (20)	1388	26.1%

Common prefix	/apps/dota2/images/heroes/
Unique stems	121
Unique names	121
Unique extensions	1
Unique directories	1
Unique anchors	1

Value	Count	Frequency (%)
/apps/dota2/images/heroes/keeper_of_the_light_icon.png	1	0.8%
/apps/dota2/images/heroes/bloodseeker_icon.png	1	0.8%
/apps/dota2/images/heroes/venomancer_icon.png	1	0.8%
/apps/dota2/images/heroes/terrorblade_icon.png	1	0.8%
/apps/dota2/images/heroes/rubick_icon.png	1	0.8%
/apps/dota2/images/heroes/puck_icon.png	1	0.8%
/apps/dota2/images/heroes/slardar_icon.png	1	0.8%
/apps/dota2/images/heroes/brewmaster_icon.png	1	0.8%
/apps/dota2/images/heroes/lycan_icon.png	1	0.8%
/apps/dota2/images/heroes/winter_wyvern_icon.png	1	0.8%
Other values (111)	111	91.7%

Value	Count	Frequency (%)
/apps/dota2/images/heroes/bane_icon	1	0.8%
/apps/dota2/images/heroes/silencer_icon	1	0.8%
/apps/dota2/images/heroes/obsidian_destroyer_icon	1	0.8%
/apps/dota2/images/heroes/terrorblade_icon	1	0.8%
/apps/dota2/images/heroes/rubick_icon	1	0.8%
/apps/dota2/images/heroes/sand_king_icon	1	0.8%
/apps/dota2/images/heroes/zuus_icon	1	0.8%
/apps/dota2/images/heroes/mirana_icon	1	0.8%
/apps/dota2/images/heroes/undying_icon	1	0.8%
/apps/dota2/images/heroes/slark_icon	1	0.8%
Other values (111)	111	91.7%

Value	Count	Frequency (%)
bristleback_icon.png	1	0.8%
dark_seer_icon.png	1	0.8%
gyrocopter_icon.png	1	0.8%
skeleton_king_icon.png	1	0.8%
windrunner_icon.png	1	0.8%
troll_warlord_icon.png	1	0.8%
weaver_icon.png	1	0.8%
tusk_icon.png	1	0.8%
pugna_icon.png	1	0.8%
earthshaker_icon.png	1	0.8%
Other values (111)	111	91.7%

Value	Count	Frequency (%)
.png	121	100.0%

Value	Count	Frequency (%)
/apps/dota2/images/heroes	121	100.0%

Value	Count	Frequency (%)
	121	100.0%

base_health
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.2 KiB

200	121

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	363
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	200
2nd row	200
3rd row	200
4th row	200
5th row	200

Value	Count	Frequency (%)
200	121	100.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
200	121	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	242	66.7%
2	121	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	363	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	242	66.7%
2	121	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	363	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	242	66.7%
2	121	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	363	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	242	66.7%
2	121	33.3%

base_health_regen
Real number (ℝ_≥0)

MISSING

Distinct	12
Distinct (%)	25.0%
Missing	73
Missing (%)	60.3%
Infinite	0
Infinite (%)	0.0%

Mean	0.9427083333
Minimum	0.25
Maximum	3.25
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0.25
5-th percentile	0.25
Q1	0.25
median	0.625
Q3	1.3125
95-th percentile	2.5
Maximum	3.25
Range	3
Interquartile range (IQR)	1.0625

Descriptive statistics

Standard deviation	0.7688060364
Coefficient of variation (CV)	0.8155290552
Kurtosis	0.9370961529
Mean	0.9427083333
Median Absolute Deviation (MAD)	0.375
Skewness	1.242180509
Sum	45.25
Variance	0.5910627216
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.25	14	11.6%
0.5	10	8.3%
1	8	6.6%
1.5	4	3.3%
1.75	2	1.7%
0.75	2	1.7%
2.5	2	1.7%
1.25	2	1.7%
2	1	0.8%
2.75	1	0.8%
Other values (2)	2	1.7%
(Missing)	73	60.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.25	14	11.6%
0.5	10	8.3%
0.75	2	1.7%
1	8	6.6%
1.25	2	1.7%
1.5	4	3.3%
1.75	2	1.7%
2	1	0.8%
2.25	1	0.8%
2.5	2	1.7%

Value	Count	Frequency (%)
3.25	1	0.8%
2.75	1	0.8%
2.5	2	1.7%
2.25	1	0.8%
2	1	0.8%
1.75	2	1.7%
1.5	4	3.3%
1.25	2	1.7%
1	8	6.6%
0.75	2	1.7%

base_mana
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

75	121

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	242
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	75
2nd row	75
3rd row	75
4th row	75
5th row	75

Value	Count	Frequency (%)
75	121	100.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
75	121	100.0%

Most occurring characters

Value	Count	Frequency (%)
7	121	50.0%
5	121	50.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	242	100.0%

Most frequent character per category

Value	Count	Frequency (%)
7	121	50.0%
5	121	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	242	100.0%

Most frequent character per script

Value	Count	Frequency (%)
7	121	50.0%
5	121	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	242	100.0%

Most frequent character per block

Value	Count	Frequency (%)
7	121	50.0%
5	121	50.0%

base_mana_regen
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07685950413
Minimum	0
Maximum	1
Zeros	105
Zeros (%)	86.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2120378624
Coefficient of variation (CV)	2.758772188
Kurtosis	7.262738409
Mean	0.07685950413
Median Absolute Deviation (MAD)	0
Skewness	2.812506592
Sum	9.3
Variance	0.0449600551
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	105	86.8%
0.5	7	5.8%
0.75	3	2.5%
1	2	1.7%
0.3	1	0.8%
0.6	1	0.8%
0.4	1	0.8%
0.25	1	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	105	86.8%
0.25	1	0.8%
0.3	1	0.8%
0.4	1	0.8%
0.5	7	5.8%
0.6	1	0.8%
0.75	3	2.5%
1	2	1.7%

Value	Count	Frequency (%)
1	2	1.7%
0.75	3	2.5%
0.6	1	0.8%
0.5	7	5.8%
0.4	1	0.8%
0.3	1	0.8%
0.25	1	0.8%
0	105	86.8%

base_armor
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4669421488
Minimum	-3
Maximum	5
Zeros	36
Zeros (%)	29.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	-3
5-th percentile	-1
Q1	-1
median	0
Q3	1
95-th percentile	3
Maximum	5
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.510705598
Coefficient of variation (CV)	3.235316414
Kurtosis	0.8260629198
Mean	0.4669421488
Median Absolute Deviation (MAD)	1
Skewness	0.7905351781
Sum	56.5
Variance	2.282231405
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	36	29.8%
-1	29	24.0%
1	24	19.8%
2	16	13.2%
3	5	4.1%
-2	4	3.3%
5	3	2.5%
4	2	1.7%
-3	1	0.8%
2.5	1	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3	1	0.8%
-2	4	3.3%
-1	29	24.0%
0	36	29.8%
1	24	19.8%
2	16	13.2%
2.5	1	0.8%
3	5	4.1%
4	2	1.7%
5	3	2.5%

Value	Count	Frequency (%)
5	3	2.5%
4	2	1.7%
3	5	4.1%
2.5	1	0.8%
2	16	13.2%
1	24	19.8%
0	36	29.8%
-1	29	24.0%
-2	4	3.3%
-3	1	0.8%

base_mr
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

25	121

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	242
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	25
2nd row	25
3rd row	25
4th row	25
5th row	25

Value	Count	Frequency (%)
25	121	100.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
25	121	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	121	50.0%
5	121	50.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	242	100.0%

Most frequent character per category

Value	Count	Frequency (%)
2	121	50.0%
5	121	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	242	100.0%

Most frequent character per script

Value	Count	Frequency (%)
2	121	50.0%
5	121	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	242	100.0%

Most frequent character per block

Value	Count	Frequency (%)
2	121	50.0%
5	121	50.0%

base_attack_min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	29
Distinct (%)	24.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.97520661
Minimum	9
Maximum	62
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	9
5-th percentile	16
Q1	23
median	27
Q3	31
95-th percentile	38
Maximum	62
Range	53
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.353528416
Coefficient of variation (CV)	0.2726032287
Kurtosis	3.796413491
Mean	26.97520661
Median Absolute Deviation (MAD)	4
Skewness	0.8058688463
Sum	3264
Variance	54.07438017
Monotocity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
29	13	10.7%
24	11	9.1%
27	10	8.3%
23	9	7.4%
26	9	7.4%
31	6	5.0%
30	6	5.0%
21	5	4.1%
35	5	4.1%
33	4	3.3%
Other values (19)	43	35.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	2	1.7%
13	2	1.7%
14	1	0.8%
15	1	0.8%
16	3	2.5%
18	4	3.3%
19	4	3.3%
21	5	4.1%
22	4	3.3%
23	9	7.4%

Value	Count	Frequency (%)
62	1	0.8%
46	1	0.8%
42	1	0.8%
41	2	1.7%
38	2	1.7%
37	2	1.7%
36	2	1.7%
35	5	4.1%
34	2	1.7%
33	4	3.3%

base_attack_max
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	33
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	33.71900826
Minimum	11
Maximum	70
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	11
5-th percentile	21
Q1	30
median	34
Q3	38
95-th percentile	44
Maximum	70
Range	59
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.914357355
Coefficient of variation (CV)	0.2347150098
Kurtosis	3.795352616
Mean	33.71900826
Median Absolute Deviation (MAD)	4
Skewness	0.7528447953
Sum	4080
Variance	62.63705234
Monotocity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
33	11	9.1%
36	10	8.3%
35	10	8.3%
31	7	5.8%
30	6	5.0%
41	6	5.0%
37	6	5.0%
39	5	4.1%
32	5	4.1%
34	5	4.1%
Other values (23)	50	41.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	1	0.8%
18	1	0.8%
19	2	1.7%
20	1	0.8%
21	3	2.5%
22	2	1.7%
23	1	0.8%
25	5	4.1%
26	4	3.3%
27	3	2.5%

Value	Count	Frequency (%)
70	1	0.8%
59	1	0.8%
53	1	0.8%
48	1	0.8%
46	1	0.8%
45	1	0.8%
44	1	0.8%
43	4	3.3%
42	1	0.8%
41	6	5.0%

base_str
Real number (ℝ_≥0)

Distinct	15
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.38016529
Minimum	15
Maximum	29
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	15
5-th percentile	17
Q1	19
median	21
Q3	23
95-th percentile	26
Maximum	29
Range	14
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.953123201
Coefficient of variation (CV)	0.1381244327
Kurtosis	-0.4716055267
Mean	21.38016529
Median Absolute Deviation (MAD)	2
Skewness	0.2578829187
Sum	2587
Variance	8.720936639
Monotocity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
21	18	14.9%
18	17	14.0%
22	16	13.2%
23	13	10.7%
19	10	8.3%
20	10	8.3%
25	9	7.4%
24	8	6.6%
17	6	5.0%
26	5	4.1%
Other values (5)	9	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	1	0.8%
16	2	1.7%
17	6	5.0%
18	17	14.0%
19	10	8.3%
20	10	8.3%
21	18	14.9%
22	16	13.2%
23	13	10.7%
24	8	6.6%

Value	Count	Frequency (%)
29	1	0.8%
28	2	1.7%
27	3	2.5%
26	5	4.1%
25	9	7.4%
24	8	6.6%
23	13	10.7%
22	16	13.2%
21	18	14.9%
20	10	8.3%

base_agi
Real number (ℝ_≥0)

Distinct	19
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.2231405
Minimum	0
Maximum	34
Zeros	1
Zeros (%)	0.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	15
median	18
Q3	22
95-th percentile	24
Maximum	34
Range	34
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.473044458
Coefficient of variation (CV)	0.2454595825
Kurtosis	2.04002076
Mean	18.2231405
Median Absolute Deviation (MAD)	3
Skewness	-0.2162067363
Sum	2205
Variance	20.00812672
Monotocity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
18	15	12.4%
22	15	12.4%
15	12	9.9%
14	9	7.4%
19	8	6.6%
23	8	6.6%
20	8	6.6%
21	7	5.8%
17	7	5.8%
16	7	5.8%
Other values (9)	25	20.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.8%
10	2	1.7%
11	3	2.5%
12	4	3.3%
13	5	4.1%
14	9	7.4%
15	12	9.9%
16	7	5.8%
17	7	5.8%
18	15	12.4%

Value	Count	Frequency (%)
34	1	0.8%
27	1	0.8%
26	3	2.5%
24	5	4.1%
23	8	6.6%
22	15	12.4%
21	7	5.8%
20	8	6.6%
19	8	6.6%
18	15	12.4%

base_int
Real number (ℝ_≥0)

Distinct	17
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.90082645
Minimum	12
Maximum	30
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	12
5-th percentile	14
Q1	17
median	20
Q3	23
95-th percentile	26
Maximum	30
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.905988903
Coefficient of variation (CV)	0.1962726982
Kurtosis	-0.4088783197
Mean	19.90082645
Median Absolute Deviation (MAD)	3
Skewness	0.2745404502
Sum	2408
Variance	15.25674931
Monotocity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
18	15	12.4%
15	13	10.7%
21	11	9.1%
23	11	9.1%
20	10	8.3%
25	10	8.3%
16	10	8.3%
22	10	8.3%
19	8	6.6%
24	5	4.1%
Other values (7)	18	14.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	0.8%
13	2	1.7%
14	4	3.3%
15	13	10.7%
16	10	8.3%
17	4	3.3%
18	15	12.4%
19	8	6.6%
20	10	8.3%
21	11	9.1%

Value	Count	Frequency (%)
30	3	2.5%
27	1	0.8%
26	3	2.5%
25	10	8.3%
24	5	4.1%
23	11	9.1%
22	10	8.3%
21	11	9.1%
20	10	8.3%
19	8	6.6%

str_gain
Real number (ℝ_≥0)

Distinct	27
Distinct (%)	22.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.716528926
Minimum	1.3
Maximum	4.6
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1.3
5-th percentile	1.9
Q1	2.3
median	2.6
Q3	3.1
95-th percentile	3.7
Maximum	4.6
Range	3.3
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.6007421948
Coefficient of variation (CV)	0.2211433087
Kurtosis	0.1339858327
Mean	2.716528926
Median Absolute Deviation (MAD)	0.4
Skewness	0.4231173672
Sum	328.7
Variance	0.3608911846
Monotocity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
3	12	9.9%
2.5	12	9.9%
2.4	12	9.9%
2	10	8.3%
2.6	9	7.4%
3.4	8	6.6%
2.2	7	5.8%
2.8	6	5.0%
3.5	5	4.1%
2.9	4	3.3%
Other values (17)	36	29.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.3	1	0.8%
1.5	1	0.8%
1.7	2	1.7%
1.8	1	0.8%
1.9	3	2.5%
2	10	8.3%
2.1	3	2.5%
2.2	7	5.8%
2.3	3	2.5%
2.4	12	9.9%

Value	Count	Frequency (%)
4.6	1	0.8%
4.4	1	0.8%
3.9	1	0.8%
3.8	2	1.7%
3.7	3	2.5%
3.6	2	1.7%
3.5	5	4.1%
3.4	8	6.6%
3.3	2	1.7%
3.2	3	2.5%

agi_gain
Real number (ℝ_≥0)

Distinct	33
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.157024793
Minimum	0
Maximum	4.8
Zeros	1
Zeros (%)	0.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1.2
Q1	1.6
median	2
Q3	2.6
95-th percentile	3.6
Maximum	4.8
Range	4.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8276297931
Coefficient of variation (CV)	0.3836904405
Kurtosis	0.1808252471
Mean	2.157024793
Median Absolute Deviation (MAD)	0.5
Skewness	0.604103279
Sum	261
Variance	0.6849710744
Monotocity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
1.6	11	9.1%
1.7	9	7.4%
1.4	8	6.6%
1.8	8	6.6%
2.5	7	5.8%
1.5	5	4.1%
2	5	4.1%
1.3	5	4.1%
2.4	5	4.1%
2.6	5	4.1%
Other values (23)	53	43.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.8%
0.8	1	0.8%
0.9	1	0.8%
1	3	2.5%
1.2	4	3.3%
1.3	5	4.1%
1.4	8	6.6%
1.5	5	4.1%
1.6	11	9.1%
1.7	9	7.4%

Value	Count	Frequency (%)
4.8	1	0.8%
4.3	1	0.8%
3.8	1	0.8%
3.7	2	1.7%
3.6	4	3.3%
3.5	2	1.7%
3.4	3	2.5%
3.3	1	0.8%
3.2	5	4.1%
3.1	1	0.8%

int_gain
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	25.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.438016529
Minimum	1
Maximum	5.2
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1.4
Q1	1.8
median	2.1
Q3	3.2
95-th percentile	3.8
Maximum	5.2
Range	4.2
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	0.8770458177
Coefficient of variation (CV)	0.3597374371
Kurtosis	-0.4331850894
Mean	2.438016529
Median Absolute Deviation (MAD)	0.6
Skewness	0.6753772555
Sum	295
Variance	0.7692093664
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1.8	13	10.7%
2.2	9	7.4%
2	8	6.6%
1.6	8	6.6%
1.7	7	5.8%
1.5	7	5.8%
3.5	6	5.0%
1.9	6	5.0%
2.9	5	4.1%
3.3	5	4.1%
Other values (21)	47	38.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.8%
1.2	1	0.8%
1.3	2	1.7%
1.4	4	3.3%
1.5	7	5.8%
1.6	8	6.6%
1.7	7	5.8%
1.8	13	10.7%
1.9	6	5.0%
2	8	6.6%

Value	Count	Frequency (%)
5.2	1	0.8%
4.6	1	0.8%
4.2	1	0.8%
4.1	2	1.7%
3.9	1	0.8%
3.8	3	2.5%
3.7	3	2.5%
3.6	4	3.3%
3.5	6	5.0%
3.4	3	2.5%

attack_range
Real number (ℝ_≥0)

Distinct	28
Distinct (%)	23.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	350.7438017
Minimum	150
Maximum	700
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	150
5-th percentile	150
Q1	150
median	350
Q3	550
95-th percentile	625
Maximum	700
Range	550
Interquartile range (IQR)	400

Descriptive statistics

Standard deviation	201.1360041
Coefficient of variation (CV)	0.5734556196
Kurtosis	-1.70781899
Mean	350.7438017
Median Absolute Deviation (MAD)	200
Skewness	0.2092009851
Sum	42440
Variance	40455.69215
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
150	52	43.0%
600	13	10.7%
500	8	6.6%
550	7	5.8%
400	5	4.1%
625	5	4.1%
575	4	3.3%
200	3	2.5%
425	2	1.7%
630	2	1.7%
Other values (18)	20	16.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
150	52	43.0%
160	1	0.8%
175	1	0.8%
200	3	2.5%
250	1	0.8%
300	1	0.8%
330	1	0.8%
350	1	0.8%
365	1	0.8%
375	1	0.8%

Value	Count	Frequency (%)
700	1	0.8%
675	1	0.8%
670	1	0.8%
650	1	0.8%
630	2	1.7%
625	5	4.1%
620	1	0.8%
600	13	10.7%
575	4	3.3%
550	7	5.8%

projectile_speed
Real number (ℝ_≥0)

ZEROS

Distinct	14
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	961.9834711
Minimum	0
Maximum	3000
Zeros	9
Zeros (%)	7.4%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	900
median	900
Q3	1100
95-th percentile	1500
Maximum	3000
Range	3000
Interquartile range (IQR)	200

Descriptive statistics

Standard deviation	424.1056665
Coefficient of variation (CV)	0.4408658561
Kurtosis	9.02188032
Mean	961.9834711
Median Absolute Deviation (MAD)	0
Skewness	1.325965922
Sum	116400
Variance	179865.6164
Monotocity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
900	77	63.6%
1200	11	9.1%
0	9	7.4%
1100	5	4.1%
1250	3	2.5%
1000	3	2.5%
1800	2	1.7%
3000	2	1.7%
1500	2	1.7%
1125	2	1.7%
Other values (4)	5	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9	7.4%
700	1	0.8%
900	77	63.6%
1000	3	2.5%
1100	5	4.1%
1125	2	1.7%
1200	11	9.1%
1250	3	2.5%
1300	1	0.8%
1400	2	1.7%

Value	Count	Frequency (%)
3000	2	1.7%
2000	1	0.8%
1800	2	1.7%
1500	2	1.7%
1400	2	1.7%
1300	1	0.8%
1250	3	2.5%
1200	11	9.1%
1125	2	1.7%
1100	5	4.1%

attack_rate
Real number (ℝ_≥0)

Distinct	7
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.695867769
Minimum	1.4
Maximum	2
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1.4
5-th percentile	1.5
Q1	1.7
median	1.7
Q3	1.7
95-th percentile	1.8
Maximum	2
Range	0.6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07788527269
Coefficient of variation (CV)	0.04592650095
Kurtosis	6.25513976
Mean	1.695867769
Median Absolute Deviation (MAD)	0
Skewness	-0.4657159129
Sum	205.2
Variance	0.006066115702
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1.7	99	81.8%
1.8	5	4.1%
1.6	5	4.1%
1.5	5	4.1%
1.9	4	3.3%
1.4	2	1.7%
2	1	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.4	2	1.7%
1.5	5	4.1%
1.6	5	4.1%
1.7	99	81.8%
1.8	5	4.1%
1.9	4	3.3%
2	1	0.8%

Value	Count	Frequency (%)
2	1	0.8%
1.9	4	3.3%
1.8	5	4.1%
1.7	99	81.8%
1.6	5	4.1%
1.5	5	4.1%
1.4	2	1.7%

move_speed
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	300.4958678
Minimum	275
Maximum	330
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	275
5-th percentile	280
Q1	290
median	300
Q3	310
95-th percentile	325
Maximum	330
Range	55
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	14.62596092
Coefficient of variation (CV)	0.04867275223
Kurtosis	-0.807492826
Mean	300.4958678
Median Absolute Deviation (MAD)	10
Skewness	0.3413659856
Sum	36360
Variance	213.9187328
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
290	28	23.1%
305	14	11.6%
310	12	9.9%
300	11	9.1%
295	10	8.3%
320	9	7.4%
280	8	6.6%
285	8	6.6%
325	7	5.8%
315	5	4.1%
Other values (2)	9	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
275	4	3.3%
280	8	6.6%
285	8	6.6%
290	28	23.1%
295	10	8.3%
300	11	9.1%
305	14	11.6%
310	12	9.9%
315	5	4.1%
320	9	7.4%

Value	Count	Frequency (%)
330	5	4.1%
325	7	5.8%
320	9	7.4%
315	5	4.1%
310	12	9.9%
305	14	11.6%
300	11	9.1%
295	10	8.3%
290	28	23.1%
285	8	6.6%

turn_rate
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	12.9%
Missing	90
Missing (%)	74.4%
Memory size	5.7 KiB

0.7000000000000001	14
0.9	9
0.8	6
0.6000000000000001	2

Length

Max length	18
Median length	18
Mean length	10.74193548
Min length	3

Characters and Unicode

Total characters	333
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.7000000000000001
2nd row	0.9
3rd row	0.9
4th row	0.8
5th row	0.7000000000000001

Value	Count	Frequency (%)
0.7000000000000001	14	11.6%
0.9	9	7.4%
0.8	6	5.0%
0.6000000000000001	2	1.7%
(Missing)	90	74.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
0.7000000000000001	14	45.2%
0.9	9	29.0%
0.8	6	19.4%
0.6000000000000001	2	6.5%

Most occurring characters

Value	Count	Frequency (%)
0	255	76.6%
.	31	9.3%
1	16	4.8%
7	14	4.2%
9	9	2.7%
8	6	1.8%
6	2	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	302	90.7%
Other Punctuation	31	9.3%

Most frequent character per category

Value	Count	Frequency (%)
0	255	84.4%
1	16	5.3%
7	14	4.6%
9	9	3.0%
8	6	2.0%
6	2	0.7%

Value	Count	Frequency (%)
.	31	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	333	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	255	76.6%
.	31	9.3%
1	16	4.8%
7	14	4.2%
9	9	2.7%
8	6	1.8%
6	2	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	333	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	255	76.6%
.	31	9.3%
1	16	4.8%
7	14	4.2%
9	9	2.7%
8	6	1.8%
6	2	0.6%

cm_enabled
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	249.0 B

True	120
False	1

Common Values
Chart

Value	Count	Frequency (%)
True	120	99.2%
False	1	0.8%

legs
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	7.0 KiB

2	99
0	11
4	7
6	3
8	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	121
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

1st row	2
2nd row	2
3rd row	4
4th row	2
5th row	2

Value	Count	Frequency (%)
2	99	81.8%
0	11	9.1%
4	7	5.8%
6	3	2.5%
8	1	0.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
2	99	81.8%
0	11	9.1%
4	7	5.8%
6	3	2.5%
8	1	0.8%

Most occurring characters

Value	Count	Frequency (%)
2	99	81.8%
0	11	9.1%
4	7	5.8%
6	3	2.5%
8	1	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	121	100.0%

Most frequent character per category

Value	Count	Frequency (%)
2	99	81.8%
0	11	9.1%
4	7	5.8%
6	3	2.5%
8	1	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	121	100.0%

Most frequent character per script

Value	Count	Frequency (%)
2	99	81.8%
0	11	9.1%
4	7	5.8%
6	3	2.5%
8	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121	100.0%

Most frequent character per block

Value	Count	Frequency (%)
2	99	81.8%
0	11	9.1%
4	7	5.8%
6	3	2.5%
8	1	0.8%

hero_id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.24793388
Minimum	1
Maximum	135
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	32
median	62
Q3	92
95-th percentile	120
Maximum	135
Range	134
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	36.10108055
Coefficient of variation (CV)	0.579956286
Kurtosis	-1.089002305
Mean	62.24793388
Median Absolute Deviation (MAD)	30
Skewness	0.05648282425
Sum	7532
Variance	1303.288017
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.8%
63	1	0.8%
91	1	0.8%
90	1	0.8%
89	1	0.8%
88	1	0.8%
87	1	0.8%
86	1	0.8%
85	1	0.8%
84	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.8%
2	1	0.8%
3	1	0.8%
4	1	0.8%
5	1	0.8%
6	1	0.8%
7	1	0.8%
8	1	0.8%
9	1	0.8%
10	1	0.8%

Value	Count	Frequency (%)
135	1	0.8%
129	1	0.8%
128	1	0.8%
126	1	0.8%
123	1	0.8%
121	1	0.8%
120	1	0.8%
119	1	0.8%
114	1	0.8%
113	1	0.8%

turbo_picks
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	44418.18182
Minimum	5562
Maximum	225556
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	5562
5-th percentile	10850
Q1	21616
median	35774
Q3	53977
95-th percentile	110935
Maximum	225556
Range	219994
Interquartile range (IQR)	32361

Descriptive statistics

Standard deviation	33659.6259
Coefficient of variation (CV)	0.7577893674
Kurtosis	7.720449439
Mean	44418.18182
Median Absolute Deviation (MAD)	16928
Skewness	2.277519258
Sum	5374600
Variance	1132970416
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39680	1	0.8%
25656	1	0.8%
52927	1	0.8%
35774	1	0.8%
26924	1	0.8%
30022	1	0.8%
22971	1	0.8%
5562	1	0.8%
21500	1	0.8%
81846	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5562	1	0.8%
7270	1	0.8%
7576	1	0.8%
8148	1	0.8%
9797	1	0.8%
10194	1	0.8%
10850	1	0.8%
11078	1	0.8%
12334	1	0.8%
12738	1	0.8%

Value	Count	Frequency (%)
225556	1	0.8%
166504	1	0.8%
134414	1	0.8%
134382	1	0.8%
121081	1	0.8%
117088	1	0.8%
110935	1	0.8%
110904	1	0.8%
92848	1	0.8%
90150	1	0.8%

turbo_wins
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22209.09091
Minimum	2427
Maximum	107532
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	2427
5-th percentile	4557
Q1	10900
median	17780
Q3	27807
95-th percentile	57241
Maximum	107532
Range	105105
Interquartile range (IQR)	16907

Descriptive statistics

Standard deviation	16972.3001
Coefficient of variation (CV)	0.7642050801
Kurtosis	6.053535962
Mean	22209.09091
Median Absolute Deviation (MAD)	8583
Skewness	2.054952398
Sum	2687300
Variance	288058970.6
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26881	1	0.8%
22633	1	0.8%
6042	1	0.8%
21954	1	0.8%
9150	1	0.8%
25787	1	0.8%
8886	1	0.8%
20726	1	0.8%
59055	1	0.8%
5805	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2427	1	0.8%
3349	1	0.8%
3409	1	0.8%
3432	1	0.8%
4213	1	0.8%
4457	1	0.8%
4557	1	0.8%
4772	1	0.8%
5805	1	0.8%
6042	1	0.8%

Value	Count	Frequency (%)
107532	1	0.8%
83027	1	0.8%
72201	1	0.8%
62302	1	0.8%
60565	1	0.8%
59055	1	0.8%
57241	1	0.8%
56811	1	0.8%
49998	1	0.8%
48270	1	0.8%

pro_win
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	78
Distinct (%)	64.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	57.47933884
Minimum	0
Maximum	245
Zeros	1
Zeros (%)	0.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	20
median	45
Q3	79
95-th percentile	169
Maximum	245
Range	245
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	51.1633168
Coefficient of variation (CV)	0.8901166547
Kurtosis	2.600369826
Mean	57.47933884
Median Absolute Deviation (MAD)	26
Skewness	1.584909698
Sum	6955
Variance	2617.684986
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	4	3.3%
15	4	3.3%
28	3	2.5%
27	3	2.5%
60	3	2.5%
5	3	2.5%
33	3	2.5%
9	3	2.5%
49	3	2.5%
16	3	2.5%
Other values (68)	89	73.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.8%
2	2	1.7%
3	1	0.8%
4	1	0.8%
5	3	2.5%
7	1	0.8%
9	3	2.5%
10	1	0.8%
11	1	0.8%
12	1	0.8%

Value	Count	Frequency (%)
245	1	0.8%
243	1	0.8%
204	1	0.8%
196	1	0.8%
187	1	0.8%
184	1	0.8%
169	1	0.8%
149	1	0.8%
146	1	0.8%
142	1	0.8%

pro_pick
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	94
Distinct (%)	77.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	114.9586777
Minimum	0
Maximum	502
Zeros	1
Zeros (%)	0.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	40
median	88
Q3	153
95-th percentile	331
Maximum	502
Range	502
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	101.6289326
Coefficient of variation (CV)	0.8840475087
Kurtosis	2.754379545
Mean	114.9586777
Median Absolute Deviation (MAD)	50
Skewness	1.616820094
Sum	13910
Variance	10328.43994
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	3	2.5%
74	3	2.5%
32	3	2.5%
58	3	2.5%
73	2	1.7%
114	2	1.7%
46	2	1.7%
47	2	1.7%
37	2	1.7%
102	2	1.7%
Other values (84)	97	80.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.8%
6	2	1.7%
7	1	0.8%
9	1	0.8%
10	1	0.8%
12	1	0.8%
16	2	1.7%
17	2	1.7%
19	1	0.8%
22	1	0.8%

Value	Count	Frequency (%)
502	1	0.8%
484	1	0.8%
418	1	0.8%
381	1	0.8%
342	1	0.8%
334	1	0.8%
331	1	0.8%
317	1	0.8%
310	1	0.8%
308	1	0.8%

pro_ban
Real number (ℝ_≥0)

Distinct	100
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	157.2975207
Minimum	0
Maximum	864
Zeros	1
Zeros (%)	0.8%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	32
median	101
Q3	204
95-th percentile	511
Maximum	864
Range	864
Interquartile range (IQR)	172

Descriptive statistics

Standard deviation	170.364934
Coefficient of variation (CV)	1.083074503
Kurtosis	3.879535991
Mean	157.2975207
Median Absolute Deviation (MAD)	75
Skewness	1.864080426
Sum	19033
Variance	29024.21074
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	3	2.5%
10	3	2.5%
164	2	1.7%
19	2	1.7%
32	2	1.7%
80	2	1.7%
95	2	1.7%
26	2	1.7%
129	2	1.7%
101	2	1.7%
Other values (90)	99	81.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.8%
3	2	1.7%
5	1	0.8%
6	2	1.7%
7	3	2.5%
10	3	2.5%
13	1	0.8%
14	2	1.7%
18	2	1.7%
19	2	1.7%

Value	Count	Frequency (%)
864	1	0.8%
775	1	0.8%
766	1	0.8%
565	1	0.8%
527	1	0.8%
514	1	0.8%
511	1	0.8%
450	1	0.8%
448	1	0.8%
433	1	0.8%

1_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11737.76033
Minimum	830
Maximum	35145
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	830
5-th percentile	2693
Q1	6195
median	9807
Q3	16066
95-th percentile	26963
Maximum	35145
Range	34315
Interquartile range (IQR)	9871

Descriptive statistics

Standard deviation	7755.504568
Coefficient of variation (CV)	0.6607312085
Kurtosis	0.545184886
Mean	11737.76033
Median Absolute Deviation (MAD)	5022
Skewness	0.9768532362
Sum	1420269
Variance	60147851.1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16725	1	0.8%
17278	1	0.8%
16066	1	0.8%
10945	1	0.8%
5310	1	0.8%
4541	1	0.8%
7096	1	0.8%
14677	1	0.8%
22710	1	0.8%
4017	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
830	1	0.8%
1380	1	0.8%
1553	1	0.8%
1581	1	0.8%
2044	1	0.8%
2238	1	0.8%
2693	1	0.8%
2731	1	0.8%
2894	1	0.8%
3109	1	0.8%

Value	Count	Frequency (%)
35145	1	0.8%
34716	1	0.8%
33302	1	0.8%
29494	1	0.8%
29425	1	0.8%
28484	1	0.8%
26963	1	0.8%
25091	1	0.8%
25026	1	0.8%
24397	1	0.8%

1_win
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5868.876033
Minimum	358
Maximum	17897
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	358
5-th percentile	1227
Q1	2859
median	4837
Q3	8030
95-th percentile	13687
Maximum	17897
Range	17539
Interquartile range (IQR)	5171

Descriptive statistics

Standard deviation	4002.903135
Coefficient of variation (CV)	0.6820561744
Kurtosis	0.4120136741
Mean	5868.876033
Median Absolute Deviation (MAD)	2670
Skewness	0.9639323384
Sum	710134
Variance	16023233.51
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
769	1	0.8%
652	1	0.8%
4103	1	0.8%
4282	1	0.8%
2896	1	0.8%
1972	1	0.8%
8030	1	0.8%
5547	1	0.8%
11185	1	0.8%
7600	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
358	1	0.8%
625	1	0.8%
652	1	0.8%
769	1	0.8%
845	1	0.8%
1107	1	0.8%
1227	1	0.8%
1260	1	0.8%
1279	1	0.8%
1432	1	0.8%

Value	Count	Frequency (%)
17897	1	0.8%
17174	1	0.8%
16523	1	0.8%
15301	1	0.8%
15141	1	0.8%
14294	1	0.8%
13687	1	0.8%
13325	1	0.8%
12679	1	0.8%
12595	1	0.8%

2_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23386.35537
Minimum	1460
Maximum	72708
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1460
5-th percentile	4516
Q1	12403
median	20427
Q3	29313
95-th percentile	53712
Maximum	72708
Range	71248
Interquartile range (IQR)	16910

Descriptive statistics

Standard deviation	14930.06194
Coefficient of variation (CV)	0.638409094
Kurtosis	1.012272997
Mean	23386.35537
Median Absolute Deviation (MAD)	8420
Skewness	1.040200039
Sum	2829749
Variance	222906749.7
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62720	1	0.8%
11138	1	0.8%
18360	1	0.8%
16055	1	0.8%
1460	1	0.8%
21171	1	0.8%
28847	1	0.8%
10670	1	0.8%
14507	1	0.8%
25257	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1460	1	0.8%
2509	1	0.8%
3072	1	0.8%
3112	1	0.8%
3150	1	0.8%
4472	1	0.8%
4516	1	0.8%
4639	1	0.8%
5778	1	0.8%
5841	1	0.8%

Value	Count	Frequency (%)
72708	1	0.8%
71190	1	0.8%
62720	1	0.8%
58817	1	0.8%
55864	1	0.8%
55228	1	0.8%
53712	1	0.8%
48998	1	0.8%
46916	1	0.8%
46455	1	0.8%

2_win
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	120
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11693.18182
Minimum	635
Maximum	36612
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	635
5-th percentile	2107
Q1	6157
median	10006
Q3	14793
95-th percentile	25629
Maximum	36612
Range	35977
Interquartile range (IQR)	8636

Descriptive statistics

Standard deviation	7666.291119
Coefficient of variation (CV)	0.6556206205
Kurtosis	0.9217837898
Mean	11693.18182
Median Absolute Deviation (MAD)	4668
Skewness	1.031299371
Sum	1414875
Variance	58772019.52
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14793	2	1.7%
11521	1	0.8%
11204	1	0.8%
5052	1	0.8%
4280	1	0.8%
23734	1	0.8%
12468	1	0.8%
7087	1	0.8%
10158	1	0.8%
18861	1	0.8%
Other values (110)	110	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
635	1	0.8%
1161	1	0.8%
1312	1	0.8%
1314	1	0.8%
1539	1	0.8%
1907	1	0.8%
2107	1	0.8%
2282	1	0.8%
2598	1	0.8%
3077	1	0.8%

Value	Count	Frequency (%)
36612	1	0.8%
35544	1	0.8%
32393	1	0.8%
31066	1	0.8%
28386	1	0.8%
27890	1	0.8%
25629	1	0.8%
25142	1	0.8%
24342	1	0.8%
23734	1	0.8%

3_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	32802.1157
Minimum	1871
Maximum	100821
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1871
5-th percentile	6063
Q1	20213
median	30005
Q3	43184
95-th percentile	68626
Maximum	100821
Range	98950
Interquartile range (IQR)	22971

Descriptive statistics

Standard deviation	20281.66581
Coefficient of variation (CV)	0.6183035873
Kurtosis	1.251381094
Mean	32802.1157
Median Absolute Deviation (MAD)	11056
Skewness	1.052983854
Sum	3969056
Variance	411345968
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68096	1	0.8%
30492	1	0.8%
19907	1	0.8%
44994	1	0.8%
55901	1	0.8%
8636	1	0.8%
31931	1	0.8%
28857	1	0.8%
34744	1	0.8%
58196	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1871	1	0.8%
3707	1	0.8%
3863	1	0.8%
4482	1	0.8%
4856	1	0.8%
5723	1	0.8%
6063	1	0.8%
6521	1	0.8%
7191	1	0.8%
8136	1	0.8%

Value	Count	Frequency (%)
100821	1	0.8%
99491	1	0.8%
89149	1	0.8%
83030	1	0.8%
78282	1	0.8%
69771	1	0.8%
68626	1	0.8%
68096	1	0.8%
67632	1	0.8%
66300	1	0.8%

3_win
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16401.05785
Minimum	843
Maximum	50375
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	843
5-th percentile	2833
Q1	9501
median	15215
Q3	21323
95-th percentile	34649
Maximum	50375
Range	49532
Interquartile range (IQR)	11822

Descriptive statistics

Standard deviation	10353.35354
Coefficient of variation (CV)	0.6312613269
Kurtosis	1.20717521
Mean	16401.05785
Median Absolute Deviation (MAD)	5886
Skewness	1.058458888
Sum	1984528
Variance	107191929.6
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16128	1	0.8%
4747	1	0.8%
33474	1	0.8%
22208	1	0.8%
27071	1	0.8%
10685	1	0.8%
10684	1	0.8%
32443	1	0.8%
16481	1	0.8%
18615	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
843	1	0.8%
1670	1	0.8%
1862	1	0.8%
1904	1	0.8%
2438	1	0.8%
2633	1	0.8%
2833	1	0.8%
3292	1	0.8%
3888	1	0.8%
3972	1	0.8%

Value	Count	Frequency (%)
50375	1	0.8%
49368	1	0.8%
46239	1	0.8%
43012	1	0.8%
41415	1	0.8%
35968	1	0.8%
34649	1	0.8%
33569	1	0.8%
33474	1	0.8%
32443	1	0.8%

4_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	32809.64463
Minimum	1865
Maximum	98930
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1865
5-th percentile	6564
Q1	19902
median	30218
Q3	43505
95-th percentile	70362
Maximum	98930
Range	97065
Interquartile range (IQR)	23603

Descriptive statistics

Standard deviation	19796.62235
Coefficient of variation (CV)	0.6033781399
Kurtosis	1.476936347
Mean	32809.64463
Median Absolute Deviation (MAD)	10810
Skewness	1.068096273
Sum	3969967
Variance	391906256.3
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53249	1	0.8%
6785	1	0.8%
33984	1	0.8%
19902	1	0.8%
58553	1	0.8%
43258	1	0.8%
6578	1	0.8%
29872	1	0.8%
16815	1	0.8%
47789	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1865	1	0.8%
3800	1	0.8%
4139	1	0.8%
4628	1	0.8%
5242	1	0.8%
5566	1	0.8%
6564	1	0.8%
6578	1	0.8%
6785	1	0.8%
7072	1	0.8%

Value	Count	Frequency (%)
98930	1	0.8%
98164	1	0.8%
90083	1	0.8%
88901	1	0.8%
72155	1	0.8%
70828	1	0.8%
70362	1	0.8%
66341	1	0.8%
63754	1	0.8%
62881	1	0.8%

4_win
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16404.83471
Minimum	871
Maximum	48779
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	871
5-th percentile	3121
Q1	10210
median	14929
Q3	20944
95-th percentile	36016
Maximum	48779
Range	47908
Interquartile range (IQR)	10734

Descriptive statistics

Standard deviation	10045.82021
Coefficient of variation (CV)	0.6123694865
Kurtosis	1.505217048
Mean	16404.83471
Median Absolute Deviation (MAD)	5563
Skewness	1.086636308
Sum	1984985
Variance	100918503.6
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25089	1	0.8%
19716	1	0.8%
3637	1	0.8%
29113	1	0.8%
26291	1	0.8%
19377	1	0.8%
36016	1	0.8%
6831	1	0.8%
1963	1	0.8%
23208	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
871	1	0.8%
1662	1	0.8%
1963	1	0.8%
2149	1	0.8%
2582	1	0.8%
2665	1	0.8%
3121	1	0.8%
3468	1	0.8%
3477	1	0.8%
3518	1	0.8%

Value	Count	Frequency (%)
48779	1	0.8%
48648	1	0.8%
46799	1	0.8%
46455	1	0.8%
37853	1	0.8%
36386	1	0.8%
36016	1	0.8%
33415	1	0.8%
32283	1	0.8%
30275	1	0.8%

5_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21767.91736
Minimum	1258
Maximum	63588
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1258
5-th percentile	4073
Q1	12449
median	20000
Q3	28225
95-th percentile	44410
Maximum	63588
Range	62330
Interquartile range (IQR)	15776

Descriptive statistics

Standard deviation	12848.99397
Coefficient of variation (CV)	0.5902720852
Kurtosis	1.573289259
Mean	21767.91736
Median Absolute Deviation (MAD)	7705
Skewness	1.062246679
Sum	2633918
Variance	165096646
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4868	1	0.8%
31368	1	0.8%
6346	1	0.8%
30665	1	0.8%
33480	1	0.8%
63588	1	0.8%
17860	1	0.8%
5058	1	0.8%
11967	1	0.8%
19134	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1258	1	0.8%
2664	1	0.8%
3307	1	0.8%
3319	1	0.8%
3481	1	0.8%
3965	1	0.8%
4073	1	0.8%
4277	1	0.8%
4868	1	0.8%
4950	1	0.8%

Value	Count	Frequency (%)
63588	1	0.8%
63367	1	0.8%
63223	1	0.8%
57510	1	0.8%
46903	1	0.8%
46608	1	0.8%
44410	1	0.8%
44351	1	0.8%
43232	1	0.8%
41851	1	0.8%

5_win
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	120
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10883.96694
Minimum	591
Maximum	33524
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	591
5-th percentile	2149
Q1	6434
median	10098
Q3	14271
95-th percentile	22781
Maximum	33524
Range	32933
Interquartile range (IQR)	7837

Descriptive statistics

Standard deviation	6506.790749
Coefficient of variation (CV)	0.5978326453
Kurtosis	1.765335544
Mean	10883.96694
Median Absolute Deviation (MAD)	3830
Skewness	1.112948358
Sum	1316960
Variance	42338325.85
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5501	2	1.7%
12807	1	0.8%
21434	1	0.8%
11946	1	0.8%
14875	1	0.8%
1223	1	0.8%
10950	1	0.8%
12741	1	0.8%
1988	1	0.8%
17603	1	0.8%
Other values (110)	110	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
591	1	0.8%
1223	1	0.8%
1438	1	0.8%
1629	1	0.8%
1742	1	0.8%
1988	1	0.8%
2149	1	0.8%
2154	1	0.8%
2158	1	0.8%
2457	1	0.8%

Value	Count	Frequency (%)
33524	1	0.8%
31495	1	0.8%
30970	1	0.8%
29850	1	0.8%
24442	1	0.8%
24033	1	0.8%
22781	1	0.8%
21839	1	0.8%
21434	1	0.8%
20285	1	0.8%

6_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10084.29752
Minimum	730
Maximum	30756
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	730
5-th percentile	2068
Q1	5768
median	9544
Q3	12758
95-th percentile	21031
Maximum	30756
Range	30026
Interquartile range (IQR)	6990

Descriptive statistics

Standard deviation	5861.585148
Coefficient of variation (CV)	0.5812586485
Kurtosis	1.628303763
Mean	10084.29752
Median Absolute Deviation (MAD)	3708
Skewness	1.061332798
Sum	1220200
Variance	34358180.44
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10560	1	0.8%
8310	1	0.8%
9910	1	0.8%
1989	1	0.8%
7854	1	0.8%
8876	1	0.8%
15019	1	0.8%
11289	1	0.8%
10407	1	0.8%
17061	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
730	1	0.8%
1409	1	0.8%
1558	1	0.8%
1565	1	0.8%
1872	1	0.8%
1989	1	0.8%
2068	1	0.8%
2247	1	0.8%
2404	1	0.8%
2435	1	0.8%

Value	Count	Frequency (%)
30756	1	0.8%
28729	1	0.8%
27614	1	0.8%
26438	1	0.8%
21439	1	0.8%
21409	1	0.8%
21031	1	0.8%
20528	1	0.8%
19101	1	0.8%
19054	1	0.8%

6_win
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5042.14876
Minimum	370
Maximum	16154
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	370
5-th percentile	1055
Q1	2933
median	4792
Q3	6334
95-th percentile	9948
Maximum	16154
Range	15784
Interquartile range (IQR)	3401

Descriptive statistics

Standard deviation	2945.28174
Coefficient of variation (CV)	0.5841322579
Kurtosis	1.975763745
Mean	5042.14876
Median Absolute Deviation (MAD)	1709
Skewness	1.133149563
Sum	610100
Variance	8674684.528
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2304	1	0.8%
4853	1	0.8%
8338	1	0.8%
11205	1	0.8%
4203	1	0.8%
4455	1	0.8%
5312	1	0.8%
6334	1	0.8%
701	1	0.8%
7377	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
370	1	0.8%
681	1	0.8%
701	1	0.8%
741	1	0.8%
1011	1	0.8%
1019	1	0.8%
1055	1	0.8%
1133	1	0.8%
1142	1	0.8%
1233	1	0.8%

Value	Count	Frequency (%)
16154	1	0.8%
14257	1	0.8%
13666	1	0.8%
13412	1	0.8%
11205	1	0.8%
11015	1	0.8%
9948	1	0.8%
9721	1	0.8%
9618	1	0.8%
9561	1	0.8%

7_pick
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4478.239669
Minimum	347
Maximum	14618
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	347
5-th percentile	1117
Q1	2516
median	4200
Q3	5798
95-th percentile	9133
Maximum	14618
Range	14271
Interquartile range (IQR)	3282

Descriptive statistics

Standard deviation	2572.34271
Coefficient of variation (CV)	0.5744093438
Kurtosis	1.894633632
Mean	4478.239669
Median Absolute Deviation (MAD)	1684
Skewness	1.099914524
Sum	541867
Variance	6616947.017
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7169	1	0.8%
4738	1	0.8%
4725	1	0.8%
1728	1	0.8%
5052	1	0.8%
1975	1	0.8%
5045	1	0.8%
4824	1	0.8%
3762	1	0.8%
7887	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
347	1	0.8%
649	1	0.8%
731	1	0.8%
862	1	0.8%
967	1	0.8%
991	1	0.8%
1117	1	0.8%
1143	1	0.8%
1155	1	0.8%
1227	1	0.8%

Value	Count	Frequency (%)
14618	1	0.8%
12444	1	0.8%
11310	1	0.8%
11240	1	0.8%
9277	1	0.8%
9197	1	0.8%
9133	1	0.8%
9009	1	0.8%
8979	1	0.8%
8676	1	0.8%

7_win
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	119
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2239.123967
Minimum	188
Maximum	7733
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	188
5-th percentile	560
Q1	1302
median	2156
Q3	2832
95-th percentile	4459
Maximum	7733
Range	7545
Interquartile range (IQR)	1530

Descriptive statistics

Standard deviation	1291.193231
Coefficient of variation (CV)	0.5766510698
Kurtosis	2.493711212
Mean	2239.123967
Median Absolute Deviation (MAD)	778
Skewness	1.204721893
Sum	270934
Variance	1667179.96
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3178	2	1.7%
2328	2	1.7%
2312	1	0.8%
2454	1	0.8%
2744	1	0.8%
2487	1	0.8%
1462	1	0.8%
1717	1	0.8%
2740	1	0.8%
1639	1	0.8%
Other values (109)	109	90.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
188	1	0.8%
337	1	0.8%
385	1	0.8%
388	1	0.8%
492	1	0.8%
530	1	0.8%
560	1	0.8%
606	1	0.8%
640	1	0.8%
651	1	0.8%

Value	Count	Frequency (%)
7733	1	0.8%
6202	1	0.8%
5598	1	0.8%
5455	1	0.8%
4854	1	0.8%
4650	1	0.8%
4459	1	0.8%
4441	1	0.8%
4434	1	0.8%
4334	1	0.8%

8_pick
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	117
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1401.38843
Minimum	190
Maximum	5058
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	190
5-th percentile	401
Q1	787
median	1211
Q3	1975
95-th percentile	2742
Maximum	5058
Range	4868
Interquartile range (IQR)	1188

Descriptive statistics

Standard deviation	804.6991402
Coefficient of variation (CV)	0.5742156301
Kurtosis	2.484921622
Mean	1401.38843
Median Absolute Deviation (MAD)	522
Skewness	1.140365536
Sum	169568
Variance	647540.7062
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1860	2	1.7%
1204	2	1.7%
664	2	1.7%
1177	2	1.7%
512	1	0.8%
677	1	0.8%
1467	1	0.8%
2488	1	0.8%
1975	1	0.8%
2742	1	0.8%
Other values (107)	107	88.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
190	1	0.8%
191	1	0.8%
254	1	0.8%
297	1	0.8%
371	1	0.8%
379	1	0.8%
401	1	0.8%
409	1	0.8%
420	1	0.8%
440	1	0.8%

Value	Count	Frequency (%)
5058	1	0.8%
3430	1	0.8%
3210	1	0.8%
3141	1	0.8%
2849	1	0.8%
2830	1	0.8%
2742	1	0.8%
2594	1	0.8%
2556	1	0.8%
2505	1	0.8%

8_win
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	118
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	700.7024793
Minimum	97
Maximum	2753
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	97
5-th percentile	208
Q1	397
median	609
Q3	994
95-th percentile	1322
Maximum	2753
Range	2656
Interquartile range (IQR)	597

Descriptive statistics

Standard deviation	407.7109606
Coefficient of variation (CV)	0.5818603083
Kurtosis	4.201638072
Mean	700.7024793
Median Absolute Deviation (MAD)	257
Skewness	1.376295742
Sum	84785
Variance	166228.2274
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1102	2	1.7%
352	2	1.7%
684	2	1.7%
579	1	0.8%
433	1	0.8%
707	1	0.8%
194	1	0.8%
2753	1	0.8%
460	1	0.8%
702	1	0.8%
Other values (108)	108	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
97	1	0.8%
104	1	0.8%
130	1	0.8%
136	1	0.8%
194	1	0.8%
200	1	0.8%
208	1	0.8%
211	1	0.8%
217	1	0.8%
221	1	0.8%

Value	Count	Frequency (%)
2753	1	0.8%
1740	1	0.8%
1618	1	0.8%
1521	1	0.8%
1363	1	0.8%
1349	1	0.8%
1322	1	0.8%
1290	1	0.8%
1259	1	0.8%
1249	1	0.8%

null_pick
Real number (ℝ_≥0)

UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1272171.909
Minimum	93837
Maximum	3620942
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	93837
5-th percentile	265445
Q1	735295
median	1123865
Q3	1593740
95-th percentile	2699512
Maximum	3620942
Range	3527105
Interquartile range (IQR)	858445

Descriptive statistics

Standard deviation	751803.3848
Coefficient of variation (CV)	0.5909605293
Kurtosis	0.3694434323
Mean	1272171.909
Median Absolute Deviation (MAD)	450347
Skewness	0.8548825274
Sum	153932801
Variance	5.652083294 × 10¹¹
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1438464	1	0.8%
760967	1	0.8%
1264070	1	0.8%
1076421	1	0.8%
265445	1	0.8%
758193	1	0.8%
231594	1	0.8%
1518268	1	0.8%
661946	1	0.8%
1732793	1	0.8%
Other values (111)	111	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
93837	1	0.8%
160157	1	0.8%
231594	1	0.8%
258087	1	0.8%
259785	1	0.8%
264493	1	0.8%
265445	1	0.8%
282492	1	0.8%
326456	1	0.8%
328293	1	0.8%

Value	Count	Frequency (%)
3620942	1	0.8%
3221107	1	0.8%
3209934	1	0.8%
3056588	1	0.8%
3009122	1	0.8%
2819117	1	0.8%
2699512	1	0.8%
2542304	1	0.8%
2461152	1	0.8%
2408579	1	0.8%

null_win
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.0 KiB

0	121

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	121
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	121	100.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	121	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	121	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	121	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	121	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	121	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	121	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	121	100.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	id	name	localized_name	primary_attr	attack_type	roles	img	icon	base_health	base_health_regen	base_mana	base_mana_regen	base_armor	base_mr	base_attack_min	base_attack_max	base_str	base_agi	base_int	str_gain	agi_gain	int_gain	attack_range	projectile_speed	attack_rate	move_speed	turn_rate	cm_enabled	legs	hero_id	turbo_picks	turbo_wins	pro_win	pro_pick	pro_ban	1_pick	1_win	2_pick	2_win	3_pick	3_win	4_pick	4_win	5_pick	5_win	6_pick	6_win	7_pick	7_win	8_pick	8_win	null_pick
0	1	npc_dota_hero_antimage	Anti-Mage	agi	Melee	[Carry, Escape, Nuker]	/apps/dota2/images/heroes/antimage_full.png?	/apps/dota2/images/heroes/antimage_icon.png	200	0.25	75	0.0	0.0	25	29	33	23	24	12	1.3	2.8	1.8	150	0	1.4	310	NaN	True	2	1	53977	26881	28	56	172	18416	9113	36966	18035	50537	24694	46898	23080	30444	14722	13526	6501	5719	2810	1491	710	2379352
1	2	npc_dota_hero_axe	Axe	str	Melee	[Initiator, Durable, Disabler, Jungler, Carry]	/apps/dota2/images/heroes/axe_full.png?	/apps/dota2/images/heroes/axe_icon.png	200	2.75	75	0.0	-1.0	25	27	31	25	20	18	3.4	2.2	1.6	150	900	1.7	310	NaN	True	2	2	68672	36101	35	72	66	19151	9945	38476	20113	51103	26354	48533	25089	30665	15916	13703	6969	5554	2744	1417	702	1968845
2	3	npc_dota_hero_bane	Bane	int	Ranged	[Support, Disabler, Nuker, Durable]	/apps/dota2/images/heroes/bane_full.png?	/apps/dota2/images/heroes/bane_icon.png	200	NaN	75	0.0	1.0	25	35	41	22	22	22	2.6	2.6	2.6	400	900	1.7	305	NaN	True	4	3	10850	4772	23	38	14	3109	1455	6645	3167	9799	4689	10562	5172	7311	3662	3666	1846	1747	925	769	397	459912
3	4	npc_dota_hero_bloodseeker	Bloodseeker	agi	Melee	[Carry, Disabler, Jungler, Nuker, Initiator]	/apps/dota2/images/heroes/bloodseeker_full.png?	/apps/dota2/images/heroes/bloodseeker_icon.png	200	NaN	75	0.0	2.0	25	35	41	24	22	17	2.7	3.4	2.0	150	900	1.7	300	NaN	True	2	4	37329	18696	63	132	204	13253	6869	18911	9875	21659	11337	19408	10271	12309	6434	5447	2874	2361	1230	703	333	855134
4	5	npc_dota_hero_crystal_maiden	Crystal Maiden	int	Ranged	[Support, Disabler, Nuker, Jungler]	/apps/dota2/images/heroes/crystal_maiden_full.png?	/apps/dota2/images/heroes/crystal_maiden_icon.png	200	NaN	75	1.0	-1.0	25	28	34	18	16	16	2.2	1.6	3.3	600	900	1.7	280	NaN	True	2	5	58182	28792	29	69	10	22815	11921	45004	22988	61087	30926	58656	29211	37145	18533	16463	8096	6818	3378	2074	1053	2359643
5	6	npc_dota_hero_drow_ranger	Drow Ranger	agi	Ranged	[Carry, Disabler, Pusher]	/apps/dota2/images/heroes/drow_ranger_full.png?	/apps/dota2/images/heroes/drow_ranger_icon.png	200	0.25	75	0.0	0.0	25	29	36	18	20	15	1.9	2.9	1.4	625	1250	1.7	290	0.7	True	2	6	90150	48270	28	58	73	22243	11671	36412	18925	44277	23537	38911	20665	24094	12807	10407	5437	4045	2103	1025	554	1732793
6	7	npc_dota_hero_earthshaker	Earthshaker	str	Melee	[Support, Initiator, Disabler, Nuker]	/apps/dota2/images/heroes/earthshaker_full.png?	/apps/dota2/images/heroes/earthshaker_icon.png	200	1.00	75	0.0	2.0	25	27	37	22	12	16	3.7	1.4	1.8	150	0	1.7	310	0.9	True	2	7	56144	26979	7	17	10	13898	6617	30081	14392	44994	21541	46351	22237	29811	14411	13389	6409	5499	2740	1366	684	1998615
7	8	npc_dota_hero_juggernaut	Juggernaut	agi	Melee	[Carry, Pusher, Escape]	/apps/dota2/images/heroes/juggernaut_full.png?	/apps/dota2/images/heroes/juggernaut_icon.png	200	0.50	75	0.0	0.0	25	16	20	20	34	14	2.2	2.8	1.4	150	0	1.4	305	NaN	True	2	8	117088	59055	146	270	565	29494	15301	62720	32393	89149	46239	88901	46455	57510	29850	26438	13666	11240	5598	3141	1521	3209934
8	9	npc_dota_hero_mirana	Mirana	agi	Ranged	[Carry, Support, Escape, Nuker, Disabler]	/apps/dota2/images/heroes/mirana_full.png?	/apps/dota2/images/heroes/mirana_icon.png	200	NaN	75	0.4	-1.0	25	27	32	18	18	22	2.2	3.7	1.9	630	900	1.7	290	NaN	True	2	9	58685	30075	88	160	77	13724	7048	35103	18063	55901	28914	58553	30275	38917	20046	17316	8961	7169	3706	2212	1169	2294480
9	10	npc_dota_hero_morphling	Morphling	agi	Ranged	[Carry, Escape, Durable, Nuker, Disabler]	/apps/dota2/images/heroes/morphling_full.png?	/apps/dota2/images/heroes/morphling_icon.png	200	NaN	75	0.0	-2.0	25	9	18	22	24	19	3.0	4.3	1.8	350	1300	1.5	280	NaN	True	0	10	38770	19437	65	153	448	10229	5117	22300	11204	32388	16128	33984	16911	23797	11877	12131	5997	6238	3083	2484	1259	1518268

Last rows

	id	name	localized_name	primary_attr	attack_type	roles	img	icon	base_health	base_health_regen	base_mana	base_mana_regen	base_armor	base_mr	base_attack_min	base_attack_max	base_str	base_agi	base_int	str_gain	agi_gain	int_gain	attack_range	projectile_speed	attack_rate	move_speed	turn_rate	cm_enabled	legs	hero_id	turbo_picks	turbo_wins	pro_win	pro_pick	pro_ban	1_pick	1_win	2_pick	2_win	3_pick	3_win	4_pick	4_win	5_pick	5_win	6_pick	6_win	7_pick	7_win	8_pick	8_win	null_pick
111	113	npc_dota_hero_arc_warden	Arc Warden	agi	Ranged	[Carry, Escape, Nuker]	/apps/dota2/images/heroes/arc_warden_full.png?	/apps/dota2/images/heroes/arc_warden_icon.png	200	0.25	75	0.0	-1.0	25	31	41	23	16	24	2.8	2.5	2.6	625	900	1.7	285	0.7	True	2	113	18519	9588	12	26	31	3876	1972	8103	4189	12295	6431	12981	6962	9583	5179	4605	2487	1958	993	440	217	623228
112	114	npc_dota_hero_monkey_king	Monkey King	agi	Melee	[Carry, Escape, Disabler, Initiator]	/apps/dota2/images/heroes/monkey_king_full.png?	/apps/dota2/images/heroes/monkey_king_icon.png	200	1.00	75	0.0	2.0	25	29	33	18	22	20	2.8	3.7	1.8	300	900	1.7	305	NaN	True	2	114	46718	21299	42	89	390	17278	8030	32748	15151	44628	20910	43505	19978	28115	12962	12758	5931	5221	2434	1476	707	2138640
113	119	npc_dota_hero_dark_willow	Dark Willow	int	Ranged	[Support, Nuker, Disabler, Escape]	/apps/dota2/images/heroes/dark_willow_full.png?	/apps/dota2/images/heroes/dark_willow_icon.png	200	0.50	75	0.0	-1.0	25	27	35	20	18	21	2.0	1.6	3.5	475	1200	1.5	290	0.7	True	2	119	35774	17456	55	123	61	8564	4210	17538	8798	25465	12881	27132	13827	19504	10212	9910	5131	4824	2487	1860	996	909793
114	120	npc_dota_hero_pangolier	Pangolier	agi	Melee	[Carry, Nuker, Disabler, Durable, Escape, Initiator]	/apps/dota2/images/heroes/pangolier_full.png?	/apps/dota2/images/heroes/pangolier_icon.png	200	0.25	75	0.0	1.0	25	33	39	17	18	16	2.5	3.2	1.9	150	900	1.7	305	0.9	True	2	120	21500	9757	97	211	255	4039	1802	9669	4458	18307	8582	24391	11486	20366	9548	11289	5486	5915	2956	2505	1207	882019
115	121	npc_dota_hero_grimstroke	Grimstroke	int	Ranged	[Support, Nuker, Disabler, Escape]	/apps/dota2/images/heroes/grimstroke_full.png?	/apps/dota2/images/heroes/grimstroke_icon.png	200	NaN	75	0.0	0.0	25	21	25	21	18	25	2.4	1.9	3.8	600	900	1.7	290	NaN	True	2	121	32631	16145	245	484	344	9825	4837	23715	11805	40147	20223	45333	22839	33662	16967	16594	8338	7887	3854	2742	1363	1249713
116	123	npc_dota_hero_hoodwink	Hoodwink	agi	Ranged	[Nuker, Escape, Disabler]	/apps/dota2/images/heroes/hoodwink_full.png?	/apps/dota2/images/heroes/hoodwink_icon.png	200	0.25	75	0.0	0.0	25	22	29	17	24	21	2.0	3.6	2.9	575	1800	2.0	320	0.9	True	2	123	42902	20726	19	46	32	8433	3946	18360	8699	28857	13818	32158	15449	23340	11274	11231	5327	4662	2198	1247	594	1581200
117	126	npc_dota_hero_void_spirit	Void Spirit	int	Melee	[Carry, Escape, Nuker, Disabler]	/apps/dota2/images/heroes/void_spirit_full.png?	/apps/dota2/images/heroes/void_spirit_icon.png	200	NaN	75	0.6	-1.0	25	30	34	22	19	24	2.6	2.2	3.1	200	900	1.7	295	0.7	True	2	126	25862	11735	142	310	394	6363	2843	14015	6612	23670	11170	29001	14041	23156	11162	12473	6108	5985	2883	2556	1212	1186315
118	128	npc_dota_hero_snapfire	Snapfire	str	Ranged	[Support, Nuker, Disabler, Escape]	/apps/dota2/images/heroes/snapfire_full.png?	/apps/dota2/images/heroes/snapfire_icon.png	200	NaN	75	0.0	1.0	25	26	32	20	16	21	3.3	1.9	2.2	500	1800	1.6	300	NaN	True	2	128	38667	17780	169	334	142	6181	2896	14681	6893	25378	12187	29403	14117	21944	10491	11083	5258	5496	2629	2093	1002	1256336
119	129	npc_dota_hero_mars	Mars	str	Melee	[Carry, Initiator, Disabler, Durable]	/apps/dota2/images/heroes/mars_full.png?	/apps/dota2/images/heroes/mars_icon.png	200	NaN	75	0.5	-1.0	25	29	37	23	20	21	3.4	1.7	2.2	250	900	1.8	310	0.8	True	2	129	29227	14115	204	418	511	8429	3988	20570	9611	35191	16481	41355	19377	31677	14875	15810	7377	7661	3628	2830	1322	1721687
120	135	npc_dota_hero_dawnbreaker	Dawnbreaker	str	Melee	[Carry, Durable]	/apps/dota2/images/heroes/dawnbreaker_full.png?	/apps/dota2/images/heroes/dawnbreaker_icon.png	200	NaN	75	0.0	2.0	25	31	35	26	20	20	3.6	2.4	2.2	150	900	1.7	310	0.6	False	2	135	66936	31401	0	0	0	26963	13687	55228	28386	83030	43012	90083	46799	63588	33524	30756	16154	14618	7733	5058	2753	259785

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters